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Publications

On this page you find publications that originate from the Research Training Group. People from the Research Training Group are marked as follows: Graduates*, Associate+, Supervisor^

Preliminary work from projects previous to the Research Training Group are available on a separate page.

2018

  • Arzamasov, V.*, Böhm, K.^, Jochem, P.^ (2018). Towards Concise Models of Grid Stability. Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2018 IEEE International Conference on. IEEE, 2018
  • Barth, L.*, Ludwig, N.*, Hagenmeyer, V.^, Wagner, D.^ (2018). How much demand side flexibility do we need? Analyzing where to exploit flexibility in industrial processes. 9th ACM International Conference on Future Energy Systems, e-Energy 2018, Karlsruhe, Germany, 12-15 June 2018.
  • Barth, L.*, Wagner, D.^ (2018). Exploiting flexibility in smart grids at scale. In Computer Science – Research and Development (2018) Volume 33, Issue 1-2, pp 185-191. Springer. https://doi.org/10.1007/s00450-017-0357-4
  • Baum, M., Bläsius, T., Gemsa, A., Rutter, I.^, Wegner, F.+ (2018). Scalable Exact Visualization of Isocontours in Road Networks via Minimum-Link Paths. Journal of Computational Geometry, 9(1):24-70, 2018
  • Bischof, S.*, Trittenbach, H.*, Vollmer, M.*, Werle, D.*, Blank, T., Böhm, K.^ (2018). HIPE – An energy-Status-Data set from industrial production. 9th ACM International Conference on Future Energy Systems, e-Energy 2018, Karlsruhe, Germany. 12-15 June 2018. HIPE Data Set
  • Bischof, S.*, Kuecuek C., Blank T., Weber, M.^ (2018). A Battery Cell Emulator for Hardware in the Loop Tests of Reconfigurable Lithium-Ion and Post-Lithium Batteries. PCIM Europe 2018; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, Nuremberg, Germany, 2018, pp. 1-7.
  • Elekes, Á., Englhardt, A.+, Schäler, M., Böhm, K.^ (2018). Toward meaningful notions of similarity in NLP embedding models. International Journal on Digital Libraries, 2018.
  • Elekes, Á., Englhardt, A.+, Schäler, M., Böhm, K.^ (2018). Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data. Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018.
  • Fouché, E.+, Eckert, A., Böhm, K.^ (2018). In-Database Analytics with ibmdbpy. SSDBM'18 (2018).
  • Geisbüsch, J., Karrari, S.*, Kreideweis, P., de Sousa, W. B.T., Noe, M.^, (2018). Set-up of a dynamic multi-purpose power-hardware-in-the-loop system for new technologies integration. 2018 IEEE Workshop on Complexity in Engineering (COMPENG 2018), Firenze, I, October 10-12, 2018.
  • Grastien, A., Rutter, I.^, Wagner, D.^, Wegner, F.+, Wolf, M.+ (2018). The Maximum Transmission Switching Flow Problem. In Proceedings of the 9th ACM e-Energy International Conference on Future Energy Systems (ACM e-Energy'18), pages 340-360. ACM Press, 2018
  • Gritzbach, S., Ueckerdt, T., Wagner, D.^, Wegner, F.+, Wolf, M.+ (2018). Towards negative cycle canceling in wind farm cable layout optimization. In Proceedings of the 7th DACH+ Conference on Energy Informatics, volume 1 (Suppl 1). Springer, 2018
  • Huber, J., Richter, B.+, Weinhardt, C.^ (2018). Are Consumption Tariffs Still Up-to-Date? an Operationalized Assessment of Grid Fees. 2018 15th International Conference on the European Energy Market (EEM). IEEE, 2018.
  • Hummel, O., Eichelberger, H., Giloj, A., Werle, D.*, Schmid, K. (2018). A Collection of Software Engineering Challenges for Big Data System Development. In Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 2018. IEEE. 2018.
  • Jumar, R.+, Maaß, H., Hagenmeyer, V.^ (2018). Comparison of lossless compression schemes for high rate electrical grid time series for smart grid monitoring and analysis. Computers and Electrical Engineering, vol. 71, pp. 465–476, 2018.
  • Karrari, S.*, Noe, M.^, Geisbüsch, J. (2018). High-speed flywheel energy storage system (FESS) for voltage and frequency support by in low voltage distribution networks. 3rd International Conference on Intelligent Energy and Power Systems (IEPS), Charkiw, UA, September 10-14, 2018.
  • Karrari, S.*, Noe, M.^, Geisbüsch, J. (2018). Real-time simulation of high-speed flywheel energy storage system (FESS) for distribution networks. 9th ACM International Conference on Future Energy Systems, e-Energy 2018, Karlsruhe, June 12-15, 2018.
  • Leibfried, T., Mchedlidze, T., Meyer-Hübner, N., Nöllenburg, M., Rutter, I.^, Sanders, P., Wagner, D.^, Wegner, F.+ (2015). Operating Power Grids with few Flow Control Buses. Proceedings of the 6th ACM e-Energy International Conference on Future Energy Systems, pages 289-294. ACM Press, 2015
  • Ludwig, N.*, Mikut, R., Hagenmeyer, V.^ (2018). Auction Design to Use Flexibility Potentials in the Energy - Intensive Industry. 15th International Conference on the European Energy Market (EEM), 2018, pp. 1–5.
  • Ludwig, N.*, Waczowicz, S.+, Mikut, R., Hagenmeyer, V.^ Assessment of Unsupervised Standard Pattern Recognition Methods for Industrial Energy Time Series. 9th ACM International Conference on Future Energy Systems, e-Energy 2018, Karlsruhe, Germany. 12-15 June 2018.
  • Mazkatli, M.+, Burger, E., Quante, J., Koziolek, A.^ Integrating semantically-related legacy models in vitruvius. Proceedings of Modelling in Software Engineering co-located with the 40th International Conference on Software Engineering, May 2018.
  • Mazkatli, M.+, Koziolek, A.^ Continuous integration of performance model. Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, Berlin, Germany, 2018, ICPE '18, pages 153--158. ACM, New York, NY, USA. 2018
  • Mazkatli, M.+, Koziolek A.^ (2018). Continuous integration of performance model. In Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, Berlin, Germany, 2018, ICPE '18, pages 153--158. ACM, New York, NY, USA. 2018.
  • Mchedlidze, T., Nöllenburg, M., Rutter, I.^, Wagner, D.^, Wegner, F.+ (2015). Towards Realistic Flow Control in Power Grid Operation. Proceedings of the 4th D-A-CH Conference on Energy Informatics, volume 9424 of Lecture Notes in Computer Science, pages 192-199. Springer, 2015
  • Mengelkamp, E.+, Gärttner, J., Rock, K., Kessler, S., Orsini, L., Weinhardt, C.^ Designing microgrid energy markets: A case study: The Brooklyn Microgrid. Applied Energy, 210, 870-880. 2018.
  • Mengelkamp, E.+, Notheisen, B., Beer, C., Dauer, D., Weinhardt, C.^ A blockchain-based smart grid: towards sustainable local energy markets. Computer Science-Research and Development, 33(1-2), 207-214, 2018.
  • Mengelkamp, E.+, Gärttner, J., Weinhardt, C.^ Decentralizing Energy Systems Through Local Energy Markets: The LAMP-Project. In Multikonferenz Wirtschaftsinformatik. 2018.
  • Mengelkamp, E.+, Gärttner, J., Weinhardt, C.^ Intelligent Agent Strategies for Residential Customers in Local Electricity Markets. In Proceedings of the Ninth International Conference on Future Energy Systems (pp. 97-107). ACM. 2018.
  • Mengelkamp, E.+, Weinhardt, C.^ Clustering Household Preferences in Local Electricity Markets. In Proceedings of the Ninth International Conference on Future Energy Systems (pp. 538-543). ACM. 2018.
  • Mengelkamp, E.+, Bose, S., Kremers, E., Eberbach, J., Hoffmann, B., Weinhardt, C.^ Increasing the efficiency of local energy markets through residential demand response. Energy Informatics, 1(1), 11. 2018.
  • Mengelkamp, E.+, Staudt, P.*, Gärttner, J., Weinhardt, C.^, Huber, J. Quantifying Factors for Participation in Local Electricity Markets. In 2018 15th International Conference on the European Energy Market (EEM) (pp. 1-5). IEEE. 2018.
  • Ordiano, J. Á. G., Bartschat, A., Ludwig, N.*, Braun, E., Waczowicz, S.+, Renkamp, N., Peter, N., Düpmeier, C., Mikut, R., Hagenmeyer, V.^ (2018). Concept and benchmark results for Big Data energy forecasting based on Apache Spark. Journal of Big Data, 2018.
  • Richter, B.+, Mengelkamp, E.+, Weinhardt, C.^ (2018). Maturity of Blockchain Technology in Local Electricity Markets. 2018 15th International Conference on the European Energy Market (EEM). IEEE, 2018.
  • Staudt, P.*, Schmidt, M., Gärttner, J., Weinhardt, C.^ (2018). A decentralized approach towards resolving transmission grid congestion in Germany using vehicle-to-grid technology. Applied Energy, 230, 1435-1446.
  • Staudt, P.*, Gärttner, J., Weinhardt, C.^, Negrete-Pincetic, M., Lorca, A. (2018). The potential of agent-Based simulation for assessing the bilateral-Nodal debate. 9th ACM International Conference on Future Energy Systems, e-Energy 2018; Karlsruhe; Germany; 12-15 June 2018.
  • Staudt, P.*; Gärttner, J., Richter, B.+, Weinhardt, C.^ (2018). Liberalized Markets for Power Transmission Capacity. In 2018 15th International Conference on the European Energy Market (EEM) (pp. 1-5). IEEE, 2018.
  • Staudt, P.*, Gärttner, J., Schmidt, M., Weinhardt, C.^ (2018). Using vehicle-to-grid concepts to balance redispatch needs: A case study in Germany. 9th ACM International Conference on Future Energy Systems, e-Energy 2018; Karlsruhe; Germany; 12-15 June 2018.
  • Staudt, P.*, Träris, Y., Rausch, B., Weinhardt, C.^ (2018). Predicting Redispatch in the German Electricity Market using Information Systems based on Machine Learning. International Conference on Information Systems, 2018.
  • Staudt, P.*, Gärttner, J., Weinhardt, C.^ (2018). Assessment of Market Power in Local Electricity Markets with regards to Competition and Tacit Collusion. Multikonferenz Wirtschaftsinformatik, Data driven X - Turning Data into Value, Lüneburg, Germany, March 06-09, 2018. Bd.: 3. Ed.: P. Drews.
  • Staudt, P.*, Ludwig, N.*, Huber, J., Hagenmeyer, V.^, Weinhardt, C.^ SCiBER: A new public data set of municipal building consumption. 9th ACM International Conference on Future Energy Systems, e-Energy 2018, Karlsruhe, Germany. 12-15 June 2018.
  • Vollmer, M.*, Rutter, I.^, Böhm, K.^ (2018). On complexity and efficiency of mutual information estimation on static and dynamic data. In: 21st International Conference on Extending Database Technology (EDBT'17), pp 49-60. http://dx.doi.org/10.5441/002/edbt.2018.06
  • Werle, D.*, Seifermann, S., Krach, S. D. (2018). Leveraging state to facilitate separation of concerns in reuse-oriented performance models. In Symposium on Software Performance (SSP 2017), 2018, Softwaretechnik Trends.
  • Waczowicz, S.+, Ludwig, N.*, Ordiano, J. Á. G., Mikut, R., Hagenmeyer, V.^ Demand Response clustering: Automatically finding optimal cluster hyper-parameter values. Proceedings of the Ninth International Conference on Future Energy Systems - e-Energy '18. Karlsruhe, Germany. New York, New York, USA: ACM Press, S. 429–430.
  • Yilmaz, H. Ü.+, Keles, D., Chiodi, A., Hartel, R., Mikulić, M. (2018). Analysis of the power-to-heat potential in the European energy system. Energy strategy reviews, 20, 6–19.
  • Yilmaz, H. Ü.+, Keles, D., Bchini, Q., Hartel, R., Fichtner, W.^ (2018). Auswirkungen eines möglichen Kohleausstiegs im Vereinigten Königreich und in Deutschland auf den Strommix und die CO2-Emmissonen in Europa. Ideen und Innovationen für die Energie von morgen : Wissenschaftliche Beiträge des KIT zu den Jahrestagungen 2014, 2016 und 2017 des KIT-Zentrums Energie. Hrsg.: W. Breh, 59–66, KIT Scientific Publishing, Karlsruhe.

2017

  • Barth, L.*, Niedermann, B., Rutter, I.^, Wolf, M.+ (2017). Towards a topology-shape-metrics framework for ortho-radial drawings. 33rd International Symposium on Computational Geometry, Brisbane, Australia, 4th - 7th July 2017.
  • Barth, L.*, Ludwig, N.*, Mengelkamp, E.+, Staudt, P.* (2017). A comprehensive modelling framework for demand side flexibility in smart grids. Computer Science-Research and Development, 1-11.
  • Broadnax, B., Döttling, N., Hartung, G., Müller-Quade, J.^, Nagel, M.+ (2017). Concurrently Composable Security With Shielded Super-polynomial Simulators. Advances in Cryptology – EUROCRYPT 2017: 36th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. (Paris, France, Apr 30th–May 4th, 2017). Ed. by Jean-Sébastien Coron and Jesper Buus Nielsen. Berlin, Heidelberg: Springer, 2017, pp. 351—381. Cryptology ePrint Archive (IACR): Report 2016/1043. 2017.
  • Hartung, G., Hoffmann, M., Nagel, M.+, Rupp, A. BBA+: Improving the Security and Applicability of Privacy-Preserving Point Collection. ACM CSS 2017: 24th ACM Conference on Computer and Communications Security, Proceedings. (Dallas, USA, Oct 30th–Nov 3rd, 2017). Ed. by David Evans, Tal Malkin and Dongyan Xu. 2017.
  • Hohmann, S., Maaß, H., Mieth, C., Pfeifer, M., Wagner, D.^, Wegner, F.+ (2017). Poster Abstract: Graph-theoretic Model for Observability in Multi-carrier Energy Distribution Networks. Computer Science - Research and Development, September 2017
  • Lehmann, S., Rutter, I.^, Wagner, D.^, Wegner, F.+ (2017). A Simulated-Annealing-Based Approach for Wind Farm Cabling. Proceedings of the 8th ACM e-Energy International Conference on Future Energy Systems (ACM eEnergy'17), pages 203-215. ACM Press, 2017
  • Mazkatli, M.+, Burger, E., Koziolek, A.^, Reussner, R. Automotive Systems Modelling with Vitruvius. 15. Workshop Automotive Software Engineering, 2017, volume P-275 of Lecture Notes in Informatics (LNI), pages 1487--1498. Gesellschaft für Informatik, Bonn. 2017.
  • Mengelkamp, E.+, Staudt, P.*, Garttner, J., Weinhardt, C.^ (2017). Trading on local energy markets: A comparison of market designs and bidding strategies. In European Energy Market (EEM), 2017 14th International Conference on the (pp. 1-6). IEEE.
  • Mengelkamp, E.+, Garttner, J., Weinhardt, C.^ The role of energy storage in local energy markets. In 14th International Conference on the European Energy Market (EEM), 2017 (pp. 1-6). IEEE. 2017.
  • Schoch, J., Staudt, P.*, Setzer, T. (2017). Smart Data Selection and Reduction for Electric Vehicle Service Analytics. Hawaiian International Conference on Service Science (HICCS) 2017.
  • Staudt, P.*, Garttner, J., Weinhardt, C.^ (2017). Electricity and telecommunication markets: A discussion of market designs. 14th International Conference on the European Energy Market (EEM), 2017 (pp. 1-6). IEEE.
  • Staudt, P.*, Garttner, J., Weinhardt, C.^ (2017). Electricity and telecommunication markets: A discussion of market designs. In European Energy Market (EEM), 2017 14th International Conference on the (pp. 1-6). IEEE.
  • Staudt, P.*, Wegner, F.+, Garttner, J., Weinhardt, C.^ (2017). Analysis of redispatch and transmission capacity pricing on a local electricity market setup. In European Energy Market (EEM), 2017 14th International Conference on the (pp. 1-6). IEEE.
  • Steinbuss, G.+, Böhm, K.^ (2017). Hiding Outliers in High-Dimensional Data Spaces. International Journal of Data Science and Analytics 4 (3): 173–89.
  • Stier, C., Werle, D.*, Koziolek, A.^. Deriving power models for architecture-level energy efficiency analyses. In Computer Performance Engineering: 14th European Workshop, EPEW 2017, Berlin, Germany, September 7-8, 2017, Proceedings, Philipp Reinecke and Antinisca Di Marco, editors, 2017, pages 214-229. Springer International Publishing, Cham. 2017.
  • Vollmer, M.*, Rutter, I.^, Böhm, K.^ (2017). On Complexity and Efficiency of Mutual Information Estimation on Static and Dynamic Data. 21st International Conference on Extending Database Technology (EDBT'17), pp 49-60
  • Jakob, W.; Ordiano, J. Á. G.; Ludwig, N.*; Mikut, R.^; Hagenmeyer, V.^ (2017): Towards coding strategies for forecasting-based scheduling in smart grids and the energy lab 2.0. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '17. the Genetic and Evolutionary Computation Conference Companion. Berlin, Germany. New York, New York, USA: ACM Press, S. 1271–1278.
  • Ludwig, N.*; Waczowicz, S.+; Mikut, R.^; Hagenmeyer, Veit^ (2017): Mining Flexibility Patterns in Energy Time Series from Industrial Processes. In: Frank Hoffmann, E. Hüllermeier und Ralf Mikut (Hg.): Proceedings. 27. Workshop Computational Intelligence, Dortmund, 23. - 24. November 2017: KIT Scientific Publishing, S. 13–32.

2016

  • Baum, M., Bläsius, T., Gemsa, A., Rutter, I.^, Wegner, F.+ (2016). Computing Minimum-Link Separating Polygons in Practice. Proceedings of the 32nd European Workshop on Computational Geometry (EuroCG'16), 2016
  • Baum, M., Bläsius, T., Gemsa, A., Rutter, I.^, Wegner, F.+ (2016). Scalable Exact Visualization of Isocontours in Road Networks via Minimum-Link Paths. Proceedings of the 24th Annual European Symposium on Algorithms (ESA'16), volume 57 of Leibniz International Proceedings in Informatics, pages 7:1-7:18. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2016